We report the fabrication of single and double hole quantum dots using a double-layer-gate design on an undoped accumulation mode AlxGa1-xAs/GaAs heterostructure. Electrical transport measurements of a single quantum dot show varying addition energies and clear excited states. In addition, the two-level-gate architecture can also be configured into a double quantum dot with tunable inter-dot coupling.